December 14, 2025

Today I tried using AI to build a personal bull-bear judgment model. I input multiple indicators, such as the market panic index, capital costs, funding rates, and so on. Then, using real-time data within certain ranges, I calculate weighted scores to finally determine whether the market is in a bull or bear phase, assisting my investment decisions.

The picture shows the current version I’ve built. Based on today's data, the conclusion is: bold buying. However, this version has not yet undergone optimization or backtesting with historical data. I can only observe for now, but I am already very amazed. I’ve always wanted to build a bull-bear judgment system. I’ve written many criteria before, but now I can automatically get conclusions through a model, making it quite easy with AI.

Besides the bull-bear judgment model, I also plan to develop a model to assess the feasibility of project investments. This will also involve multi-dimensional data analysis to help me decide when to buy or sell. Once the model matures, I can share the raw data with everyone. It’s still in continuous iteration. I believe that with AI’s help, our investment decisions can become more scientific.

Recently, the market has been quite stable, moving sideways. Based on market sentiment and experience, I think it’s a good time to enter. But the four-year cycle sitting here makes me a bit uneasy, which is one reason I want to use AI to help solidify my judgments. For now, I’m gradually investing in a dollar-cost averaging manner, while continuing to iterate my model. When it’s more mature, I’ll be able to use it.

Thanks for your attention and likes.